Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation

Benchmark Model Rank Results
semi-supervised-semantic-segmentation-on-27LogicDiag (DeepLab v3+ with ResNet-101)Validation mIoU: 73.3
semi-supervised-semantic-segmentation-on-28LogicDiag (DeepLab v3+ with ResNet-101)Validation mIoU: 76.7
semi-supervised-semantic-segmentation-on-29LogicDiag (DeepLab v3+ with ResNet-101)Validation mIoU: 77.9
semi-supervised-semantic-segmentation-on-30LogicDiag (DeepLab v3+ with ResNet-101)Validation mIoU: 79.4
semi-supervised-semantic-segmentation-on-cocoLogicDiagValidation mIoU: 33.1
semi-supervised-semantic-segmentation-on-coco-1LogicDiagValidation mIoU: 40.3
semi-supervised-semantic-segmentation-on-coco-2LogicDiagValidation mIoU: 45.4
semi-supervised-semantic-segmentation-on-coco-3LogicDiagValidation mIoU: 48.8
semi-supervised-semantic-segmentation-on-coco-4LogicDiagValidation mIoU: 50.5